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Geometric Back-projection Network for Point Cloud Classification
Shi Qiu, Saeed Anwar, Nick Barnes
As the basic task of point cloud analysis, classification is fundamental but always challenging. To address some unsolved problems of existing methods, we propose a network that ca…
Deep localization of protein structures in fluorescence microscopy images
Muhammad Tahir, Saeed Anwar, Ajmal Mian +1
Accurate localization of proteins from fluorescence microscopy images is challenging due to the inter-class similarities and intra-class disparities introducing grave concerns in a…
Deep Ancient Roman Republican Coin Classification via Feature Fusion and Attention
Hafeez Anwar, Saeed Anwar, Sebastian Zambanini +1
We perform the classification of ancient Roman Republican coins via recognizing their reverse motifs where various objects, faces, scenes, animals, and buildings are minted along w…
Diving Deeper into Underwater Image Enhancement: A Survey
Saeed Anwar, Chongyi Li
The powerful representation capacity of deep learning has made it inevitable for the underwater image enhancement community to employ its potential. The exploration of deep underwa…
A Deep Journey into Super-resolution: A survey
Saeed Anwar, Salman Khan, Nick Barnes
Deep convolutional networks based super-resolution is a fast-growing field with numerous practical applications. In this exposition, we extensively compare 30+ state-of-the-art sup…
Real Image Denoising with Feature Attention
Saeed Anwar, Nick Barnes
Deep convolutional neural networks perform better on images containing spatially invariant noise (synthetic noise); however, their performance is limited on real-noisy photographs…